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Brownfield Redevelopment Specialists and Site Managers

Brownfield Redevelopment Specialists and Site Managers score 47 out of 100, which is elevated exposure to AI. That ranks #318 of 923 US occupations, where #1 is the most exposed. Of the 23 tasks in this job, AI could speed up 1 on its own and 19 more with extra software built on top of it. None of its tasks showed up in real AI use in April–May 2026.

47/ 100
Elevated
Rank
#318of 923 jobs
US workers
622,190for Managers, All Other
Median pay
$141,900a year
In real AI use
0 of 23tasks, April–May 2026

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

  • AI can speed this up on its own: 1 (4%)
  • AI can speed this up with extra software: 19 (83%)
  • Little or no AI speed-up: 3 (13%)
  • Maintain records of decisions, actions, and progress related to environmental redevelopment projects.AI can speed this up on its own · core task
  • Identify environmental contamination sources.AI can speed this up with extra software · core task
  • Coordinate on-site activities for environmental cleanup or remediation projects to ensure compliance with environmental laws, standards, regulations, or other requirements.AI can speed this up with extra software · core task
  • Identify and apply for project funding.AI can speed this up with extra software · core task
  • Plan or implement brownfield redevelopment projects to ensure safety, quality, and compliance with applicable standards or requirements.AI can speed this up with extra software · core task
  • Estimate costs for environmental cleanup and remediation of land redevelopment projects.AI can speed this up with extra software · core task
  • Conduct quantitative risk assessments for human health, environmental, or other risks.AI can speed this up with extra software · core task
  • Design or implement plans for surface or ground water remediation.AI can speed this up with extra software · core task
  • Design or implement measures to improve the water, air, and soil quality of military test sites, abandoned mine land, or other contaminated sites.AI can speed this up with extra software · core task
  • Review or evaluate environmental remediation project proposals.AI can speed this up with extra software · core task
  • Prepare reports or presentations to communicate brownfield redevelopment needs, status, or progress.AI can speed this up with extra software · core task
  • Inspect sites to assess environmental damage or monitor cleanup progress.AI can speed this up with extra software · core task
  • Develop or implement plans for the sustainable regeneration of brownfield sites to ensure regeneration of a wider area by providing environmental protection or economic and social benefits.AI can speed this up with extra software · core task
  • Conduct feasibility or cost-benefit studies for environmental remediation projects.AI can speed this up with extra software · core task
  • Prepare and submit permit applications for demolition, cleanup, remediation, or construction projects.AI can speed this up with extra software · core task
  • Negotiate contracts for services or materials needed for environmental remediation.AI can speed this up with extra software · core task
  • Design or conduct environmental restoration studies.AI can speed this up with extra software · core task
  • Review or evaluate designs for contaminant treatment or disposal facilities.AI can speed this up with extra software · core task
  • Develop or implement plans for revegetation of brownfield sites.AI can speed this up with extra software · supplemental task
  • Provide expert witness testimony on issues such as soil, air, or water contamination and associated cleanup measures.AI can speed this up with extra software · supplemental task
  • Coordinate the disposal of hazardous waste.Little or no AI speed-up · core task
  • Design or implement plans for structural demolition and debris removal.Little or no AI speed-up · core task
  • Provide training on hazardous material or waste cleanup procedures and technologies.Little or no AI speed-up · supplemental task

Similar jobs, lower exposure

Related occupations that score at least 10 points lower.

Other jobs in this field

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How to read this score. Exposure measures how much of the work AI could speed up, not whether the job will disappear. A highly exposed job can change shape, with people spending less time on routine tasks and more on the rest. The score counts tasks AI can speed up on its own in full, and tasks that need extra software at half weight.

The ratings come from published research based on GPT-4 (2023). To show what's happening now, each task is also checked against the latest Anthropic Economic Index, which records which tasks people actually use AI for. That data is refreshed automatically when Anthropic publishes a new release. Read the full method.

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